Left click selects everything on my minecraft rig (blender 2.8)
Make sure you're in pose mode rather than object mode. It can be found at the top left in your screenshot ( in the dropdown menu that says "object mode").
Pose mode allows you to move bones. In object mode, the entire armature is considered one object.